{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "276121f0",
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2 as cv\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "c78df93f",
   "metadata": {},
   "outputs": [],
   "source": [
    "# -------------------绘制直方图-------------------\n",
    "# 读取图片灰度\n",
    "img = cv.imread('scenery.png', cv.IMREAD_GRAYSCALE)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "72bd5c33",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 计算直方图\n",
    "hist = cv.calcHist([img], [0], None, [256], [0, 255]) # 图像，通道（0表示灰度通道），掩码（None表示全图），横轴数值大小，纵轴范围（像素灰度值范围）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "559c82bc",
   "metadata": {
    "lines_to_next_cell": 2
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制直方图\n",
    "plt.figure(figsize=(10, 5),dpi=100) # 设置画布大小。（宽，高）,分辨率\n",
    "plt.plot(hist) # 绘制直方图\n",
    "plt.grid(True) # 显示网格\n",
    "plt.show() # 显示图像"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "8d83ee87",
   "metadata": {},
   "outputs": [],
   "source": [
    "cv.waitKey(0)\n",
    "cv.destroyAllWindows()"
   ]
  }
 ],
 "metadata": {
  "jupytext": {
   "cell_metadata_filter": "-all",
   "formats": "py,ipynb",
   "main_language": "python"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
